AI research
See our latest research into how teams drive impact with AI
New grads are 1.5x more likely to use AI daily. Here’s why that matters for your hiring strategy.
Companies are cutting new grad hiring to save money. Atlassian research suggests they’re actually cutting their fastest path to AI adoption.
The State of Teams 2026
See how the top 14% of teams use AI differently to deliver results faster, together
Is AI flattening your team’s creativity? Here’s how to tell.
AI can make “good enough” thinking the default. Use this framework to spot the risks of AI over-reliance and decide when humans — not models — should lead.
Atlassian research: Your strategy isn’t broken. Your organization just can’t move.
New research with 308 senior enterprise leaders reveals a counterintuitive finding: the problem isn’t strategic clarity, and it isn’t how often you plan. It’s whether your organization is actually able to act when strategy demands a change.
When doing more with AI isn’t enough: Three patterns quietly undermining your team’s impact
The AI productivity paradox is real. Here’s how to turn AI busywork into real impact.
What actually changes when AI joins your research process
A real workflow for compressing weeks of research into hours, without losing the judgment that makes research useful.
Stop guessing at AI ROI: A four‑stage framework for real results
Stop guessing at AI ROI: A four‑stage framework for real results
What CIOs told Forrester about building an AI‑ready digital workplace
Forrester surveyed CIOs and IT leaders on what it really takes to build a modern, AI‑ready digital workplace, uncovering gaps, opportunities, and practical next steps for enterprise teams.
Marketers: stop experimenting and start solving real-world problems with AI
How marketing managers can turn stuck moments into their most valuable AI use cases
Human + AI teamwork
The Teamwork Lab
Meet Atlassian’s incubator for AI‑powered teamwork, where real‑world research and experiments shape how modern teams work.
How a simple team ritual drove a 34% jump in AI alignment
The story of AI at work is often told in big, sweeping terms: platforms, transformations, enterprise rollouts. Those things matter. But day to day, what actually shapes behavior is what teams talk about regularly. So instead of launching yet another AI program, Atlassian’s Teamwork Lab gave an AI upgrade to a ritual we already had: […]
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Inside Atlassian
Research and insights on how teams can deliver with AI.